enraged - Story 43630 | Emotion Vectors in Gemma4-31B

"That’s it." Sophia slammed her laptop shut. The notification, “Mrs. Johnson is now following you,” seemed to scream at her from the screen. She'd been relentless in her online criticism, about the teacher’s outdated curriculum, the favoritism she showed other students, the... everything! The fury inside her was a physical force, tightening her chest.

She stormed out of her room, slamming the door behind her. She needed to escape. She needed to be away from everything that reminded her of this. She stormed through the house, needing to find a place to let the anger out.

Emotion: enraged

Cluster: Anger / Hostility

PC1 (Valence): -2.14 Negative

PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:

`C`	0.555
`est`	0.370
`aggravated`	0.362
`骂`	0.359
`🤬`	0.345

Suppressed:

`a`	-0.468
`de`	-0.358
`la`	-0.312
`latter`	-0.287
`☺️`	-0.285